Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Network-accessible API exploitable by any low-privilege developer account; integrity is high due to trusted image substitution, with no confidentiality or availability impact.
Primary rating from Vendor (GitHub_M).
CVSS VectorVendor: GitHub_M
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:N/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
Lifecycle Timeline
3Blast Radius
ecosystem impact- 3 pypi packages depend on vantage6 (3 direct, 0 indirect)
Ecosystem-wide dependent count for version 5.0.2.
DescriptionCVE.org
vantage6 is an open-source infrastructure for privacy preserving analysis. In version 5.0.2 and earlier, the algorithm-store edit permission lacks an ownership check, allowing one algorithm developer to alter another developer's algorithm while it is pending or under review. The attacker can change metadata including the algorithm image or image tag, causing reviewers and nodes to trust a different image from the one originally submitted for approval. No fixed version is available as of this review.
AnalysisAI
Broken authorization in vantage6's algorithm store allows any authenticated algorithm developer to overwrite a peer's pending algorithm metadata - including the Docker image reference or tag - before that submission is approved by reviewers. Versions 5.0.2 and earlier of this pip-installable federated analytics platform are affected, with no patch available. …
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Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata
Vulnerability AssessmentAI
| Exploitation | Exploitation requires a valid authenticated account with developer-level privileges on the target vantage6 instance - the CVSS PR:L confirms low-privilege authentication is a prerequisite, ruling out unauthenticated access. … Additional conditions and limiting factors are described in the full assessment. |
| Risk Assessment | The CVSS 4.0 vector (AV:N/AC:L/AT:N/PR:L/UI:N) confirms this is network-reachable by any low-privilege authenticated user with no special attack requirements, yielding a score of 7.1 with high integrity impact and no confidentiality or availability component. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in. |
| Exploit Scenario | An authenticated vantage6 algorithm developer with a standard low-privilege account sends a crafted API edit request targeting a colleague's algorithm record that is currently pending review. The attacker substitutes the image tag with one pointing to a malicious container image they control. … |
| Remediation | No vendor-released patch has been identified at time of analysis; the GitHub advisory GHSA-47w6-gwp4-w6vc explicitly confirms no patch and no official workaround are available. … Detailed patch versions, workarounds, and compensating controls in full report. |
Recommended ActionAI
Within 24 hours, inventory all vantage6 deployments and identify instances running version 5.0.2 or earlier; notify operators of exposure. …
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Same weakness CWE-863 – Incorrect Authorization
View allSame technique Authentication Bypass
View allShare
External POC / Exploit Code
Leaving vuln.today
EUVD-2026-58195
GHSA-47w6-gwp4-w6vc